Metabase
Open source BI where anyone can ask questions of the data
1/2Metabase puts a query layer over a company's databases so people who do not write SQL can still answer their own questions: a point-and-click query builder produces charts and tables, and anyone who does write SQL can drop into the native editor and save the result as a reusable question. Questions collect into dashboards with filters, and dashboards can be scheduled as email or Slack subscriptions or watched with alerts when a number crosses a line. It connects to more than twenty data sources, and models let a team curate cleaned-up tables for everyone else to build on. The source is open and can be self-hosted for nothing; Metabase Cloud starts at $100 a month including five users, with additional users at $6 a month, and Pro adds interactive embedding in your own product, row and column level permissions, SSO and caching controls.
- Point-and-click query builder, no SQL required
- Native SQL editor for the queries that need it
- Dashboards with filters, built from saved questions
- Email and Slack subscriptions, plus alerts on thresholds
- Models curate cleaned-up tables for others to build on
- More than twenty supported data sources
- Interactive embedding in your own product on Pro
- Row and column level permissions, SSO and caching on Pro
Based on what people have said
Every answer links back to the mentions it came fromIs Metabase suitable for non-technical users?
Several users report that Metabase is highly accessible for non-technical staff, with a point-and-click interface that allows them to build dashboards and answer their own questions without needing SQL skills. However, some users find it too complex for end users, noting that it still requires writing queries or managing a data model, and others suggest that it lacks the polish of enterprise tools like Tableau or Power BI.
9 mentions · r/analytics · Hacker News · r/dataanalysis · Hacker News · Hacker News · r/BusinessIntelligence · and 1 more · Oct 2017 – Aug 2026
How does Metabase compare to Apache Superset?
Opinions are divided; some users prefer Metabase for its ease of setup, community support, and user-friendly interface for non-technical staff. Conversely, others argue that Superset offers more flexibility and power, though it typically requires stronger SQL or administrative ownership and can be more difficult to configure.
11 mentions · r/analytics · r/dataanalysis · Hacker News · r/BusinessIntelligence · Hacker News · Hacker News · and 2 more · Jun 2021 – Aug 2026
What are the common concerns regarding Metabase's reliability and security?
Several users have expressed significant concerns regarding security, citing critical vulnerabilities such as unauthenticated SQL injection exploits that have affected both self-hosted and cloud instances. Some users advise against using it for sensitive data, while others recommend placing instances behind a VPN or using separate databases to mitigate risks.
21 mentions · @DailyDarkWeb · r/CryptoCurrency · @mehulmpt · r/cybersecurity · @pillitterip · @thecybersecguru · and 14 more · Feb 2022 – Aug 2026
What are the limitations of Metabase for advanced analytics?
Users frequently report that Metabase feels limiting as teams grow or requirements become more complex. Common complaints include a lack of advanced visualization options, difficulties with complex joins, limited dashboard interactivity beyond basic filters, and challenges with granular user permissions in the open-source version.
11 mentions · r/dataanalysis · r/datavisualization · r/BusinessIntelligence · r/BusinessIntelligence · r/BusinessIntelligence · Jan 2022 – Aug 2026
Is Metabase a complete BI solution?
Most users suggest that Metabase should be treated as a visualization layer rather than a complete BI stack. They emphasize that it works best when sitting on top of a clean, well-modeled data warehouse, as the tool itself does not handle data integration or transformation.
7 mentions · r/BusinessIntelligence · r/BusinessIntelligence · Jan 2022 – Jun 2026
These summarise counts and dates only. Read the quotes themselves under what people are saying.
What people are saying about Metabase
35% neutral“Metabase or Superset plus Cube is a reasonable shape if your team can own the metric definitions; the failure mode is usually messy definitions, not the UI.”
“Fewer moving parts: Metabase/Superset + Cube + warehouse works, but that's three things to host, secure, and keep in sync. If your data is already in (or headed to) a lakehouse, keeping the semantic layer, permissions, AI, and dashboards in one place is a lot less glue code.”
“Because of this, I’m leaning towards decoupling the stack: using a more cost-effective UI (like Metabase Superset) but putting a headless semantic layer (Cube) in front of the database. This way, the semantic layer handles the caching to keep costs down, and the AI agent just requests safe, pre-defined metrics via API instead of writing raw SQL”
“Metabase for browsing on my end too.”
“Then as much as possible, I write back through Django ORM, while I use Grafana, Streamlit, Metabase and/or Superset to browse the data.”
“Metabase makes sense if charts and shared dashboards are the main goal, but this tool is closer to a database client: you can open the .duckdb file directly, edit records, manage the table structure, inspect DDL, view relationships, and then query or chart the data if you want...”
“What about Metabase? I’ve always just used Metabase for visualizing my data quickly. It’s easy enough to spin up in docker real quick.”
“most of these get read from saved metabase questions and someone's notebook, nothing with sql i can grep.”
“Metabase has some basic stuff, ydata-profiling seems to be pretty extensive (I haven't used it though).”
“I sometimes ask agents data questions, and I want them to return a Metabase link with the query they ran to back up their claim. It's very handy: I can read the query more easily, run it for myself, and tweak it if needed.”
“On this note, I'd like to point your attention to the fact that you can use @Dune from, metabase, hex, and other BI tools!”
“For non-technical users, I’d probably look at Metabase before Streamlit. Streamlit gives you enormous flexibility, but then you’re essentially building and maintaining your own analytics applications rather than using a BI platform.”
“You can generate metabase reports very quickly just write the query and select the visual, limited customization but what is there is very easy to customize.”
“Metabase is great, and would be my choice but ymmv.”
“A threat actor on an underground cybercrime forum claims to have released working proof-of-concept code targeting CVE-2026-72898, described in the post as a SQL injection vulnerability affecting Metabase.”
“Metabase may be easier for nontechnical viewers and straightforward internal dashboards, while Superset can offer more flexibility but usually needs stronger SQL/admin ownership.”
“From the research I've done, metabase and superset are the two big dogs in the space, with superset requiring the users to be more technically literate. The people for whom I will be making these dashboards do not know SQL and are not very technically literate.”
“Not like we saw with the Metabase situation a few weeks back with many vendors trying to push it under the carpet and hoping no one notices!”
“We use it for all BI internally at Scarf now, no we have no more need for tools like Metabase, Tableau, etc.”
“Metabase getting hacked is no free pass for you to lose your financial data or your company data. Metabase is a "dashboard" over your production data.”
“\> We’re writing to let you know about a security incident involving our third party analytics provider, Metabase, who were briefly accessed by an unauthorised party. This happened inside their system, not Tixel's own platform.** **Our website and account systems were not breached.”
“@goelrishabh @dodopayments Not worth saving the cost to do self-hosted metabase. We work with military agencies, banks, and healthcare companies and would be happy to discuss a migration.”
“Metabase CVE-2026-72898: unauthenticated SQL injection in the password-reset endpoint gives full admin access. CVSS 10.0, in CISA KEV, actively exploited.”
“🚨 CVE-2026-72898 is a CVSS 10.0 Metabase SQL injection actively exploited in the wild.”
“🚨 CVE-2026-72898: A critical unauthenticated SQL injection vulnerability in Metabase is being actively exploited.”